MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54901
geopopos
MCP server integrating Higgsfield AI API for image generation, video animation,…
54902
Blyawon
MCP server that reads Tokens Studio design tokens from Figma and makes them ava…
N/A N/A
54903
Sherman-Studio
MCP server for the Revolut Merchant API, enabling AI assistants to read and man…
54904
MSelcukAkbas
Enables secure SSH command execution and log retrieval with intelligent summari…
N/A N/A
54905
GautamVhavle
Enables natural language interaction with JSON files, providing tools to load, …
N/A N/A
54906
9hannahnine-jpg
arc-gate-mcp Claim
Runtime governance for MCP tool calls. Blocks prompt injection and capability a…
N/A N/A
54907
SpiritHerb
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
54908
jvsteiner
yt-subs Claim
Extracts clean text transcripts from YouTube videos using their subtitles and r…
N/A N/A
54909
enggvaij
Enables managing employee leave requests (apply, view, list leaves) through Cla…
N/A N/A
54910
luminarylane
Enables Claude Desktop and MCP clients to access Fathom meeting intelligence, i…
54911
BradBissell
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
N/A N/A
54912
confortistefano
Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…
54913
pm990320
Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sh…
N/A N/A
54914
fernando-freitas-alves
An MCP server that exposes tools for sub-agent style reasoning across multiple …
54915
zhoucoolboy
A tiny MCP server that lets text-only coding models analyze images via vision r…
N/A N/A
54916
stellarcompiler
mysql-mcp Claim
Provides safe read, insert, and update operations on MySQL databases with guard…
54917
harshi79
Enables AI assistants to search and retrieve official TeleBot Studio documentat…
54918
nick-holmquist
proxmox-mcp Claim
MCP server for full Proxmox VE management - VMs, containers, storage, backups, …
N/A N/A
54919
Piotr1215
MCP server for agent-to-agent communication over NATS with live session push vi…
54920
Tai-DT
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
N/A N/A
54921
hesreallyhim
Cryptographically secure random number generation and randomized resources, inc…
N/A N/A
54922
omarshahine
HomeClaw Claim
Enables AI assistants to control Apple HomeKit smart home accessories, scenes, …
N/A N/A
54923
renefichtmueller
Exposes an OpenAI- and Anthropic-compatible HTTP, SSE, and stdio gateway that w…
N/A N/A
54924
matematicsolutions
MCP server for EU law via the EUR-Lex / Cellar SPARQL endpoint — legislation (E…
54925
twittershots
Enables generating Twitter/X tweet screenshots with customizable themes, format…
N/A N/A
54926
sjgant80-hub
MCP server exposing UK financial adviser calculations (tax, IHT, pensions, port…
N/A N/A
54927
major
ldap-mcp Claim
MCP server for read-only LDAP directory operations, enabling search, entry retr…
N/A N/A
54928
ocentra
MCP server for enforcing coding rules in Rust projects via scanning, routing, a…
N/A N/A
54929
KevinBatdorf
Self-hosted MCP server for searching and discovering books using Anna's Archive…
N/A N/A
54930
pramodmisra
Automates ingestion, normalization, validation, review, and posting of insuranc…
N/A N/A
54931
lxkang00
spd-mcp Claim
Enables remote control of Siglent SPD3303X DC power supplies via SCPI over TCP/…
N/A N/A
54932
davo20019
A Model Context Protocol server for local Drupal development that combines file…
N/A N/A
54933
kaero313
This MCP server provides accessibility risk assessment for Seoul subway trips, …
54934
sjgant80-hub
fallbase-mcp Claim
Exposes a sovereign SQL database to MCP clients, enabling querying, table creat…
N/A N/A
54935
shurugiken
Scans MCP servers for deprecated and removed protocol features, providing a dat…
N/A N/A
54936
spxrtiat111
tribe-mcp Claim
MCP server that exposes TRIBE brand data from a Turso database, enabling brand-…
54937
slicequeue
Provides tools to search Korean food nutrition data from the Ministry of Food a…
54938
pipeworx-io
mcp-eurostat Claim
Enables querying Eurostat statistical data through natural language or direct M…
54939
MariaDB
mcp-kp Claim
N/A N/A 95
54940
imabhi123
MCP server providing tools for spatial grid applications including calculations…
54941
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
54942
shukurlukerem
A production-grade backend that lets LLMs safely operate Gmail, Google Drive, a…
54943
Pantrist-dev
pantrist-mcp Claim
Manage your pantry, shopping lists, recipes, and weekly meal plan with Pantrist…
54944
MohamedElashri
An MCP server and CLI tool that allow LLMs to interact with CERN ROOT files.
54945
blas0
code2mcp Claim
Enables execution of TypeScript code to call MCP tools instead of direct tool c…
N/A N/A 95
54946
jryom
MCP server for managing project memory in AGENTS.md. Allows agents to record an…
N/A N/A
54947
RGLgg
rgl-mcp Claim
Enables querying RGL.gg competitive TF2 data through natural language, resolvin…
54948
gamosoft
Self-hosted plain-markdown knowledge base with a built-in MCP server. Lets Clau…
N/A N/A
54949
AVS845
An MCP server that captures screenshots of URLs or local app windows and analyz…
N/A N/A
54950
MahmoudHusseinLawTech
Enables searching scholarly literature via the OpenAlex database, with tools fo…
N/A N/A
Showing 54901–54950 of 66495 servers